README_2DMSE.md

🪆 2D Matryoshka Sentence Embeddings

Paper: https://arxiv.org/abs/2402.14776v1

"🪆 2D Matryoshka Sentence Embeddings" has been renamed to ☕️ "ESE: Espresso Sentence Embeddings".

Please find the document in ☕️ Espresso

Usage

2DMSE has already been integrated into sentence-transformers; please refer to https://sbert.net/examples/training/adaptive_layer/README.html for training.

Citation

@article{li20242d,
  title={2d matryoshka sentence embeddings},
  author={Li, Xianming and Li, Zongxi and Li, Jing and Xie, Haoran and Li, Qing},
  journal={arXiv preprint arXiv:2402.14776},
  year={2024}
}

@article{li2023angle,
  title={AnglE-optimized Text Embeddings},
  author={Li, Xianming and Li, Jing},
  journal={arXiv preprint arXiv:2309.12871},
  year={2023}
}